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actigraphcounts

Generating ActiGraph Counts from Raw Acceleration Recorded by an Alternative Monitor

autocluster

AutoML for clustering models in sklearn.

automated-orientation-estimation

cd-diagram

Critical difference diagram with Wilcoxon-Holm post-hoc analysis.

circle-loss

Tensorflow2 implementation of CircleLoss. Support class-level, sparse class-level, pair-wise labels

comparing-trajectory-clustering-methods

Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets

data-and-affordances

detecting-semantic-similarity-in-questions

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gnss-ins-sim

Open-source GNSS + inertial navigation, sensor fusion simulator. Motion trajectory generator, sensor models, and navigation

grlstm

hsa-clust-hybrid-siamese-artchitecture

Hybrid Siamese Architectures to cluster the raw GPS trajectories

human-activity-recognition-using-smartphones.github.io

kalman-filter-for-sensor-fusion

A Sensor Fusion Algorithm that can predict a State Estimate and Update if it is uncertain

keras-triplet-loss-mnist

Keras model trained using semi-hard triplet Loss (tensorflow function) on MNIST

nri

Neural relational inference for interacting systems - pytorch

py-st-dbscan

An implementation of ST-DBScan algorithm using Python language

sensor-data-logger

Android Wear sensor data plotter

sensorbox

Android app to measure sensors

siamcircle-trajectory-representation-learning

smac3

Sequential Model-based Algorithm Configuration

spatio-temporal-network

This repository implements the spatiotemporal graph and further calculates geodesic, temporal and spatiotemporal proximity metrics..

t2vec

t2vec: Deep Representation Learning for Trajectory Similarity Computation

temporalsocialnetwork

text-similarity-using-siamese-deep-neural-network

It is a keras based implementation of Deep Siamese Bidirectional LSTM network to capture phrase/sentence similarity using word embedding.

traclus_impl

Python implementation of Traclus algorithm, for 2-D trajectories

traj-dist

A python package for computing distance between 2D trajectories.

trajectory-cluster

Implement Trajectory Clustering: A Partition-and-Group Framework

trajectory2vec

code for "Trajectory clustering via deep representation learning"

trajectoryinspector

Final project for Information Visualization class, Fall 2017.